Cracking Open Enologix’s Black Box

May 4th, 20066:21 am @ Josh Hermsmeyer


“The phenols from grapes (cinnamates, anthocyanins, tannins, etc.) and their derivatives are the most important group of compounds distinguishing sound wines of different types and qualities…” – Grape and Wine Phenolics; Background and Prospects, V.L. Singleton, Professor UC Davis

Last Thursday at UCD, grad student Kirsten Skogerson presented the results of her research into predictive modeling of phenolic compounds in red wine fermentations via UV-Visible spectroscopy (Generally the longer the seminar name, the more impressive the research – and this one is a mouthful). Simply put, Skogerson measured hundreds of samples of wine at various stages of development using a spectrometer and created a statistical model of the data. Her model seems to predict with good accuracy the final amount of anthocyanins (the red and purple pigments responsible for red wine color) and tannins in a fermenting red wine. Having this information helps a winemaker know, for example, when to press down their wine, and can give a good indication of overall quality by comparison to samples of former vintages of known quality.

Note: What follows is my opinion and in no way should be attributed to Skogerson. In fact when I brought up the following during a Q&A, she pointedly refused to even comment (the crowd got a good chuckle out of it as well).

The bottom line for a winemaker is that with this method he could begin to complie a database of his wine profiles via UV-Vis spectroscopy, use a modified version of Skogerson’s system to create a predictive model based on past vintages, and ultimately use the information to help aid in winemaking decisions. The results should be more consistent and higher quality wine.

Currently Enologix offers a similar service to wineries which costs around $20,000/yr. The difference is that Enologix correlates phenolic data with wine scores from Parker and the Wine Spectator. Enologix claims to be able to predict the score of a wine from its chemical profile to within a couple of points with something like 90% accuracy. Their methods are proprietary however, and clients must sign a Non Disclosure Agreement. Secrecy abounds – many wineries won’t even admit to being a client of Enologix.

What Skogerson has done is pry open Enologix’s black box just a bit. But instead of promising a system that will deliver a wine that scores well, her system allows a winery the ability to better chase their best vintage or a particular style, instead of simply chasing a score. For those who think that winemakers cater too much to the influential palate of Parker etc, this is a promising development.

For my part I hope this research is continued, and that further details on industry implementation are made available. We’d love to put such a system to work for us at Capozzi.